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出处:IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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Recovering Gravity from Satellite Altimetry Data Using Deep Learning Network
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 11
作者:
Zhu, Chengcheng
;
Yang, Lei
;
Bian, Hongwei
;
Li, Houpu
;
Guo, Jinyun
;
Liu, Na
;
Lin, Lina
收藏
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浏览/下载:118/0
  |  
提交时间:2023/12/13
Gravity
Deep learning
Sea measurements
Satellites
Underwater vehicles
Training
Data models
gravity anomaly
multichannel convolutional neural network (MCCNN)
satellite altimetry
Index Terms
submarine topography
Tropical Cyclone Intensity Estimation From Geostationary Satellite Imagery Using Deep Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Wang, Chong
;
Zheng, Gang
;
Li, Xiaofeng
;
Xu, Qing
;
Liu, Bin
;
Zhang, Jun
Adobe PDF(4821Kb)
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浏览/下载:233/0
  |  
提交时间:2022/02/18
Estimation
Ocean temperature
Clouds
Tropical cyclones
Cyclones
Training
Geostationary satellites
Convolutional neural network (CNN)
deep learning
remote sensing
tropical cyclone (TC)
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Xu, Huan
Adobe PDF(12529Kb)
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浏览/下载:158/0
  |  
提交时间:2022/02/18
Marine vehicles
Radar polarimetry
Feature extraction
Synthetic aperture radar
Data mining
Radar imaging
Oceans
Custom loss function
deep learning (DL)
deep neural network (DNN) regression
ship size extraction
synthetic aperture radar (SAR) image
A Data-Driven Deep Learning Model for Weekly Sea Ice Concentration Prediction of the Pan-Arctic During the Melting Season
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 19
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Zhang, Wenhao
Adobe PDF(22032Kb)
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浏览/下载:156/0
  |  
提交时间:2022/07/18
Deep fully convolutional networks (FCNs)
recursively predicting
satellite-derived sea ice concentration (SIC)
SIC prediction
temporal-spatial attention
The Fusion of Physical, Textural, and Morphological Information in SAR Imagery for Hurricane Wind Speed Retrieval Based on Deep Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:
Mu, Shanshan
;
Li, Xiaofeng
;
Wang, Haoyu
Adobe PDF(2103Kb)
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浏览/下载:227/0
  |  
提交时间:2022/07/18
Hurricanes
Synthetic aperture radar
Wind speed
Radar polarimetry
Sea surface
Sea measurements
Data models
Deep learning
hurricane wind
synthetic aperture radar (SAR)
Multilayer Fusion Recurrent Neural Network for Sea Surface Height Anomaly Field Prediction
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhou, Yuan
;
Lu, Chang
;
Chen, Keran
;
Li, Xiaofeng
Adobe PDF(5381Kb)
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浏览/下载:207/0
  |  
提交时间:2022/04/12
Computer architecture
Microprocessors
Predictive models
Mathematical models
Sea surface
Data models
Satellites
Deep learning (DL)
field prediction
satellite remote sensing data
sea surface height anomaly (SSHA)
A Precise Method to Calibrate Dynamic Integration Errors in Shallow- and Deep-Water Multibeam Bathymetric Data
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 14
作者:
Bu, Xianhai
;
Mei, Sai
;
Yang, Fanlin
;
Luan, Zhendong
;
Xu, Fangzheng
;
Luo, Yu
Adobe PDF(5573Kb)
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浏览/下载:181/0
  |  
提交时间:2022/02/18
Structural beams
Transducers
Calibration
Motion detection
Tides
Geology
Global navigation satellite system
Differential evolution (DE)
georeferenced model
integration errors
motion sensor
multibeam echo-sounder system (MBES)
Effects of Temperature on Sea Surface Radar Backscattering Under Neutral and Nonneutral Atmospheric Conditions for Wind Retrieval Applications: A Numerical Study
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 2727-2743
作者:
Du, Yanlei
;
Yang, Xiaofeng
;
Yang, Jian
;
Tan, Shurun
;
Ma, Wentao
;
Li, Ziwei
;
Li, Xiaofeng
Adobe PDF(24773Kb)
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浏览/下载:206/0
  |  
提交时间:2021/06/24
Ocean temperature
Atmospheric modeling
Sea surface
Scattering
Spaceborne radar
Wind speed
Atmospheric stability
ocean radar backscattering
sea surface temperature (SST)
Combination of Satellite Observations and Machine Learning Method for Internal Wave Forecast in the Sulu and Celebes Seas
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 2822-2832
作者:
Zhang, Xudong
;
Li, Xiaofeng
Adobe PDF(28337Kb)
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收藏
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浏览/下载:224/0
  |  
提交时间:2021/06/24
Oceans
Predictive models
Satellite broadcasting
MODIS
Satellites
Machine learning
Spatial resolution
Celebes sea
internal wave (IW)
machine learning
Sulu sea
The Assimilation of Jason-2 Significant Wave Height Data in the North Indian Ocean Using the Ensemble Optimal Interpolation
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 1, 页码: 287-297
作者:
Qi, Peng
;
Cao, Lei
Adobe PDF(1638Kb)
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浏览/下载:251/1
  |  
提交时间:2015/12/21
Data Assimilation
Ensemble Optimal Interpolation (Enoi)
Noaa Wavewatch Iii (Nww3)
Satellite Altimeter Data